local AI

Winsage
March 14, 2026
A concept video envisions a 2026 version of Windows 7, designed by Addy Visuals, which retains the classic interface while incorporating features inspired by Windows 11. Key updates include a revamped File Explorer, modernized system menus, and improved search capabilities. The concept reintroduces Clippy as a local AI assistant, replacing Microsoft's current AI, Copilot. It also brings back desktop gadgets as customizable widgets. This concept highlights the lasting appeal of Windows 7, which reached its end of support in January 2020, with no indications from Microsoft about reviving it.
Winsage
February 26, 2026
Windows Update KB5077241, released in February 2026, is a 4.5GB feature update for the 24H2 and 25H2 versions. It poses significant performance risks for older hardware, particularly laptops and desktops without a Neural Processing Unit (NPU). Users with outdated Nvidia graphics cards, specifically the 900 Series (Maxwell) and 1000 Series (Pascal), report issues such as game stuttering, screen flickering, and system boot failures. The update also contains a flaw that inaccurately displays CPU usage in Task Manager, showing 0% utilization even under load. Many users face installation issues, encountering Error 0x800F0983, requiring them to delete update cache files and run repair tools. The update introduces features like a Taskbar Speed Test, Sysmon Security, improved Sleep/Wake functionality, and WebP wallpaper support, but many remain locked. Users can enable these features using ViVeTool with specific commands. Overall, the update is advised against for those with older Nvidia GPUs due to potential conflicts and performance issues.
Winsage
February 22, 2026
Microsoft is preparing for the release of Windows 12, which is expected to feature an AI-native experience with deep integration of Copilot, showcasing capabilities like on-screen comprehension, voice activation, and task automation. The hardware requirements will be elevated, necessitating 16GB of RAM, rapid NVMe storage, and a Neural Processing Unit (NPU) for advanced features. Windows on Arm is gaining momentum, with improvements in app compatibility and battery life, while a modular architecture called CorePC is being developed to facilitate faster updates and enhance security. Licensing for Windows 12 is expected to remain unchanged for consumers, with optional cloud-enhanced services available. The update cadence will increase, allowing for faster feature drops independent of major OS releases, with the Windows Insider Program continuing to test new features. Upon its release, Windows 12 will integrate Copilot, provide a more cohesive OS core, and support both x86 and Arm architectures.
Winsage
January 12, 2026
The latest Insider build of Windows 11, KB5072046, updates the operating system to build 26220.7535 and is available to Insiders in the Dev and Beta channels. A significant enhancement is the new Narrator feature powered by Copilot, which allows users to generate AI-driven descriptions for images. This feature is not available in the European Economic Area due to regulatory restrictions. Users can press Narrator key + Ctrl + D to describe a focused image or Narrator key + Ctrl + S for a full screen description. Microsoft has also introduced a policy for system administrators to uninstall the Microsoft Copilot App under specific conditions, applicable to Enterprise, Pro, and EDU SKUs. Various fixes have been implemented, including resolving issues with the Start menu, File Explorer, input using the Snipping Tool, print dialogs, and Windows Update settings.
Winsage
January 10, 2026
Windows 11 Insider Preview Build 26220.7535 (KB5072046) has been released for both the Dev and Beta Channels. Insiders in the Dev Channel have a limited opportunity to switch to the Beta Channel, which will close soon. New features include Copilot-powered image descriptions in Narrator, which enhances accessibility for blind and low-vision users. Administrators can now uninstall the Microsoft Copilot app for specific users under certain conditions. Improvements include enhancements to Cross Device Resume for developers and a refresh of the Windows Spotlight icon. Fixes have been implemented for various issues in the Start menu, File Explorer, input methods, print dialogs, and Windows Update settings. Known issues include problems with the Xbox full-screen experience, Start menu access, system tray visibility, Settings crashes, Bluetooth battery level display, and the Microsoft 365 Copilot prompt box functionality. Updates are based on Windows 11, version 25H2, and features are rolled out gradually to Insiders.
Winsage
December 16, 2025
Microsoft has released a new test version of Windows 11 for the Canary channel of the Windows Insider Program, part of the 26H1 development branch. This update includes functional and visual enhancements, particularly focusing on artificial intelligence features, such as an AI agent in the Settings app for easier navigation and assistance. The Click to Do context menus have been expanded to offer context-sensitive actions using local AI capabilities. A new full-screen gaming experience is being piloted to enhance usability on larger displays. Interface modifications include further integration of dark mode in File Explorer, new quick actions, and improvements to file sharing. Quick Machine Recovery has been enhanced, and a new page for managing paired mobile devices has been introduced. Microsoft emphasizes that this Canary version is experimental and not for production use, with features rolled out in phases and a clean installation required to revert to a stable version. The final components for public release remain uncertain.
Winsage
November 23, 2025
Microsoft is launching an initiative to eliminate the Blue Screen of Death (BSOD) by introducing a new black screen error interface in Windows 11, which will replace the traditional blue backdrop. This redesign aims to modernize the error display and provide actionable insights while removing the frowning face emoji. A new feature called Digital Signage Mode will automatically conceal BSODs on public displays after 15 seconds, preventing prolonged visibility of errors. This mode suppresses all Windows error dialogs and allows systems to reboot or enter recovery without displaying errors, which is crucial for environments like retail and transportation. Microsoft is also enhancing remote recovery tools for IT administrators and promoting proactive measures for error prevention, such as regular driver updates and system scans. The company is collaborating with hardware manufacturers to improve driver compatibility and reduce BSOD incidents. Despite concerns about obscuring underlying issues, Microsoft ensures that all incidents are logged for future review. By 2026, experts anticipate advancements in AI-driven error handling that could eliminate public BSODs entirely. User adoption remains a challenge, particularly among small businesses, and Microsoft is addressing this through educational campaigns. The transition to a black screen has been positively received in consumer spaces, marking a cultural shift away from the blue screen as a symbol of computing errors.
Winsage
November 19, 2025
Microsoft will integrate its forensic tool, System Monitor (Sysmon), into the Windows kernel with the upcoming releases of Windows 11 and Server 2025. This integration will transform Sysmon from a standalone utility into a native “Optional Feature” that will be serviced automatically through Windows Update. Administrators will no longer need to manually distribute Sysmon; instead, it can be activated through the “Turn Windows features on or off” dialog or command-line instructions. The integration will ensure that updates flow through the standard Windows Update pipeline, providing official support and Service Level Agreements (SLAs) for Sysmon. Microsoft plans to utilize local computing capabilities for AI inferencing to enhance security measures, focusing on detecting credential theft and lateral movement patterns. Sysmon will maintain backward compatibility with existing workflows, allowing the use of custom configuration files and adhering to the XML schema while continuing to log events to the Windows event log. Community-driven configuration repositories will remain operational, preserving established community knowledge.
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